irate - Story 77260 | Emotion Vectors in Gemma4-31B

The room seemed to shrink. Alex saw it: their groundbreaking new scientific paper, their years of work, their innovative findings… under Dr. Thompson’s name. A wave of dizziness washed over them. Their fingers tingled.

They clenched their jaw, the muscles in their neck strained. They didn't feel any desire to eat, sleep, or do anything other than demand answers. It was their work, and they would fight for it.

Emotion: irate

Cluster: Anger / Hostility

PC1 (Valence): -1.67 Negative

PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irate vector is projected through the unembedding matrix.

Promoted:

`C`	0.430
`🤬`	0.350
`aggravated`	0.343
`骂`	0.340
`恨`	0.331

Suppressed:

`H`	-0.292
`soon`	-0.289
`☺️`	-0.289
`optimistic`	-0.258
`latter`	-0.253